Assessing the Clinical Robustness of Digital Health Startups: Cross-sectional Observational Analysis.

Sean Day Veeraj Shah Sari Kaganoff Shannon Powelson Simon C Mathews

Published in: Journal of medical Internet research (2022)

Many digital health companies have a low level of clinical robustness and do not make many claims as measured by regulatory filings, clinical trials, and public data shared online. Companies and customers may benefit from investing in greater clinical validation efforts.

Keyphrases

healthcare
cross sectional
clinical trial
mental health
public health
machine learning
emergency department
social media
transcription factor
health insurance
electronic health record
big data
climate change
quality improvement
deep learning